Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 131914 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 21.1 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Text | 4 |
| Categorical | 6 |
| Boolean | 2 |
Academic Pressure is highly overall correlated with Age and 6 other fields | High correlation |
Age is highly overall correlated with Academic Pressure and 4 other fields | High correlation |
CGPA is highly overall correlated with Academic Pressure and 6 other fields | High correlation |
Depression is highly overall correlated with Academic Pressure and 6 other fields | High correlation |
Job Satisfaction is highly overall correlated with Academic Pressure and 4 other fields | High correlation |
Study Satisfaction is highly overall correlated with Academic Pressure and 6 other fields | High correlation |
Work Pressure is highly overall correlated with Academic Pressure and 4 other fields | High correlation |
Working Professional or Student is highly overall correlated with Academic Pressure and 6 other fields | High correlation |
Sleep Duration is highly imbalanced (60.9%) | Imbalance |
Dietary Habits is highly imbalanced (64.9%) | Imbalance |
id is uniformly distributed | Uniform |
id has unique values | Unique |
Academic Pressure has 104032 (78.9%) zeros | Zeros |
Work Pressure has 27882 (21.1%) zeros | Zeros |
Study Satisfaction has 104032 (78.9%) zeros | Zeros |
Job Satisfaction has 27882 (21.1%) zeros | Zeros |
Work/Study Hours has 11331 (8.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-07 15:24:50.120019 |
|---|---|
| Analysis finished | 2024-12-07 15:25:00.982284 |
| Duration | 10.86 seconds |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
Uniform  Unique 
| Distinct | 131914 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70370.272 |
| Minimum | 0 |
|---|---|
| Maximum | 140699 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7071.65 |
| Q1 | 35168.25 |
| median | 70374.5 |
| Q3 | 105568.75 |
| 95-th percentile | 133658.35 |
| Maximum | 140699 |
| Range | 140699 |
| Interquartile range (IQR) | 70400.5 |
Descriptive statistics
| Standard deviation | 40612.885 |
|---|---|
| Coefficient of variation (CV) | 0.57713127 |
| Kurtosis | -1.2009313 |
| Mean | 70370.272 |
| Median Absolute Deviation (MAD) | 35200.5 |
| Skewness | -0.00067428574 |
| Sum | 9.282824 × 109 |
| Variance | 1.6494064 × 109 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 93896 | 1 | < 0.1% |
| 93861 | 1 | < 0.1% |
| 93860 | 1 | < 0.1% |
| 93858 | 1 | < 0.1% |
| 93857 | 1 | < 0.1% |
| 93856 | 1 | < 0.1% |
| 93855 | 1 | < 0.1% |
| 93854 | 1 | < 0.1% |
| 93853 | 1 | < 0.1% |
| Other values (131904) | 131904 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 140699 | 1 | |
| 140698 | 1 | |
| 140697 | 1 | |
| 140696 | 1 | |
| 140694 | 1 | |
| 140693 | 1 | |
| 140692 | 1 | |
| 140691 | 1 | |
| 140690 | 1 | |
| 140689 | 1 |
Name
Text
| Distinct | 414 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
Length
| Max length | 14 |
|---|---|
| Median length | 11 |
| Mean length | 5.6394014 |
| Min length | 2 |
Unique
| Unique | 174 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Aaradhya |
|---|---|
| 2nd row | Vivan |
| 3rd row | Yuvraj |
| 4th row | Yuvraj |
| 5th row | Rhea |
| Value | Count | Frequency (%) |
| rohan | 3047 | 2.3% |
| aarav | 2211 | 1.7% |
| rupak | 2112 | 1.6% |
| anvi | 1892 | 1.4% |
| aaradhya | 1854 | 1.4% |
| raghavendra | 1828 | 1.4% |
| vani | 1602 | 1.2% |
| ritvik | 1539 | 1.2% |
| tushar | 1522 | 1.2% |
| shiv | 1520 | 1.2% |
| Other values (405) | 112789 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 152079 | |
| i | 77327 | 10.4% |
| h | 69274 | 9.3% |
| n | 50378 | 6.8% |
| r | 45592 | 6.1% |
| s | 33321 | 4.5% |
| A | 31266 | 4.2% |
| v | 29838 | 4.0% |
| R | 22480 | 3.0% |
| y | 20587 | 2.8% |
| Other values (39) | 211774 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 743916 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 152079 | |
| i | 77327 | 10.4% |
| h | 69274 | 9.3% |
| n | 50378 | 6.8% |
| r | 45592 | 6.1% |
| s | 33321 | 4.5% |
| A | 31266 | 4.2% |
| v | 29838 | 4.0% |
| R | 22480 | 3.0% |
| y | 20587 | 2.8% |
| Other values (39) | 211774 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 743916 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 152079 | |
| i | 77327 | 10.4% |
| h | 69274 | 9.3% |
| n | 50378 | 6.8% |
| r | 45592 | 6.1% |
| s | 33321 | 4.5% |
| A | 31266 | 4.2% |
| v | 29838 | 4.0% |
| R | 22480 | 3.0% |
| y | 20587 | 2.8% |
| Other values (39) | 211774 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 743916 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 152079 | |
| i | 77327 | 10.4% |
| h | 69274 | 9.3% |
| n | 50378 | 6.8% |
| r | 45592 | 6.1% |
| s | 33321 | 4.5% |
| A | 31266 | 4.2% |
| v | 29838 | 4.0% |
| R | 22480 | 3.0% |
| y | 20587 | 2.8% |
| Other values (39) | 211774 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.8996164 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Male | 72578 | |
| Female | 59336 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 72578 | |
| female | 59336 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 191250 | |
| a | 131914 | |
| l | 131914 | |
| M | 72578 | 11.2% |
| F | 59336 | 9.2% |
| m | 59336 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 646328 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 191250 | |
| a | 131914 | |
| l | 131914 | |
| M | 72578 | 11.2% |
| F | 59336 | 9.2% |
| m | 59336 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 646328 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 191250 | |
| a | 131914 | |
| l | 131914 | |
| M | 72578 | 11.2% |
| F | 59336 | 9.2% |
| m | 59336 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 646328 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 191250 | |
| a | 131914 | |
| l | 131914 | |
| M | 72578 | 11.2% |
| F | 59336 | 9.2% |
| m | 59336 | 9.2% |
Age
Real number (ℝ)
High correlation 
| Distinct | 43 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.088497 |
| Minimum | 18 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 31 |
| median | 42 |
| Q3 | 51 |
| 95-th percentile | 58 |
| Maximum | 60 |
| Range | 42 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 11.96515 |
|---|---|
| Coefficient of variation (CV) | 0.29120436 |
| Kurtosis | -1.118527 |
| Mean | 41.088497 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.23431073 |
| Sum | 5420148 |
| Variance | 143.1648 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 5101 | 3.9% |
| 49 | 4929 | 3.7% |
| 53 | 4454 | 3.4% |
| 38 | 4254 | 3.2% |
| 57 | 4241 | 3.2% |
| 47 | 4081 | 3.1% |
| 46 | 4004 | 3.0% |
| 54 | 3861 | 2.9% |
| 51 | 3790 | 2.9% |
| 43 | 3691 | 2.8% |
| Other values (33) | 89508 |
| Value | Count | Frequency (%) |
| 18 | 1614 | |
| 19 | 1581 | |
| 20 | 2263 | |
| 21 | 2642 | |
| 22 | 2023 | |
| 23 | 2842 | |
| 24 | 3266 | |
| 25 | 2879 | |
| 26 | 2067 | |
| 27 | 2550 |
| Value | Count | Frequency (%) |
| 60 | 2368 | |
| 59 | 3688 | |
| 58 | 2839 | |
| 57 | 4241 | |
| 56 | 5101 | |
| 55 | 2792 | |
| 54 | 3861 | |
| 53 | 4454 | |
| 52 | 2569 | |
| 51 | 3790 |
City
Text
| Distinct | 97 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
Length
| Max length | 18 |
|---|---|
| Median length | 11 |
| Mean length | 7.0157224 |
| Min length | 2 |
Unique
| Unique | 51 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Ludhiana |
|---|---|
| 2nd row | Varanasi |
| 3rd row | Visakhapatnam |
| 4th row | Mumbai |
| 5th row | Kanpur |
| Value | Count | Frequency (%) |
| kalyan | 6295 | 4.8% |
| patna | 5662 | 4.3% |
| vasai-virar | 5387 | 4.1% |
| kolkata | 5327 | 4.0% |
| meerut | 5270 | 4.0% |
| ahmedabad | 5096 | 3.9% |
| visakhapatnam | 4927 | 3.7% |
| pune | 4905 | 3.7% |
| ludhiana | 4834 | 3.7% |
| rajkot | 4828 | 3.7% |
| Other values (88) | 79387 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 205414 | |
| r | 70758 | 7.6% |
| n | 63643 | 6.9% |
| i | 55181 | 6.0% |
| d | 45763 | 4.9% |
| e | 44087 | 4.8% |
| u | 40443 | 4.4% |
| h | 35587 | 3.8% |
| t | 30435 | 3.3% |
| o | 29908 | 3.2% |
| Other values (39) | 304253 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 925472 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 205414 | |
| r | 70758 | 7.6% |
| n | 63643 | 6.9% |
| i | 55181 | 6.0% |
| d | 45763 | 4.9% |
| e | 44087 | 4.8% |
| u | 40443 | 4.4% |
| h | 35587 | 3.8% |
| t | 30435 | 3.3% |
| o | 29908 | 3.2% |
| Other values (39) | 304253 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 925472 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 205414 | |
| r | 70758 | 7.6% |
| n | 63643 | 6.9% |
| i | 55181 | 6.0% |
| d | 45763 | 4.9% |
| e | 44087 | 4.8% |
| u | 40443 | 4.4% |
| h | 35587 | 3.8% |
| t | 30435 | 3.3% |
| o | 29908 | 3.2% |
| Other values (39) | 304253 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 925472 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 205414 | |
| r | 70758 | 7.6% |
| n | 63643 | 6.9% |
| i | 55181 | 6.0% |
| d | 45763 | 4.9% |
| e | 44087 | 4.8% |
| u | 40443 | 4.4% |
| h | 35587 | 3.8% |
| t | 30435 | 3.3% |
| o | 29908 | 3.2% |
| Other values (39) | 304253 |
Working Professional or Student
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
| Working Professional | |
|---|---|
| Student |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 17.252255 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Working Professional |
|---|---|
| 2nd row | Working Professional |
| 3rd row | Student |
| 4th row | Working Professional |
| 5th row | Working Professional |
Common Values
| Value | Count | Frequency (%) |
| Working Professional | 104032 | |
| Student | 27882 | 21.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| working | 104032 | |
| professional | 104032 | |
| student | 27882 | 11.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 312096 | |
| n | 235946 | |
| r | 208064 | 9.1% |
| i | 208064 | 9.1% |
| s | 208064 | 9.1% |
| e | 131914 | 5.8% |
| W | 104032 | 4.6% |
| l | 104032 | 4.6% |
| a | 104032 | 4.6% |
| f | 104032 | 4.6% |
| Other values (8) | 555538 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2275814 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 312096 | |
| n | 235946 | |
| r | 208064 | 9.1% |
| i | 208064 | 9.1% |
| s | 208064 | 9.1% |
| e | 131914 | 5.8% |
| W | 104032 | 4.6% |
| l | 104032 | 4.6% |
| a | 104032 | 4.6% |
| f | 104032 | 4.6% |
| Other values (8) | 555538 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2275814 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 312096 | |
| n | 235946 | |
| r | 208064 | 9.1% |
| i | 208064 | 9.1% |
| s | 208064 | 9.1% |
| e | 131914 | 5.8% |
| W | 104032 | 4.6% |
| l | 104032 | 4.6% |
| a | 104032 | 4.6% |
| f | 104032 | 4.6% |
| Other values (8) | 555538 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2275814 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 312096 | |
| n | 235946 | |
| r | 208064 | 9.1% |
| i | 208064 | 9.1% |
| s | 208064 | 9.1% |
| e | 131914 | 5.8% |
| W | 104032 | 4.6% |
| l | 104032 | 4.6% |
| a | 104032 | 4.6% |
| f | 104032 | 4.6% |
| Other values (8) | 555538 |
Profession
Text
| Distinct | 64 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
Length
| Max length | 22 |
|---|---|
| Median length | 20 |
| Mean length | 9.9084555 |
| Min length | 2 |
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Chef |
|---|---|
| 2nd row | Teacher |
| 3rd row | Student |
| 4th row | Teacher |
| 5th row | Business Analyst |
| Value | Count | Frequency (%) |
| student | 27886 | |
| teacher | 24900 | 14.5% |
| consultant | 8940 | 5.2% |
| content | 7811 | 4.5% |
| writer | 7811 | 4.5% |
| manager | 7735 | 4.5% |
| analyst | 6755 | 3.9% |
| architect | 4362 | 2.5% |
| engineer | 4154 | 2.4% |
| hr | 4022 | 2.3% |
| Other values (63) | 67530 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 172571 | |
| t | 154700 | 11.8% |
| n | 116874 | 8.9% |
| a | 103366 | 7.9% |
| r | 100081 | 7.7% |
| c | 63038 | 4.8% |
| i | 59219 | 4.5% |
| u | 56455 | 4.3% |
| h | 44343 | 3.4% |
| s | 44257 | 3.4% |
| Other values (39) | 392160 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1307064 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 172571 | |
| t | 154700 | 11.8% |
| n | 116874 | 8.9% |
| a | 103366 | 7.9% |
| r | 100081 | 7.7% |
| c | 63038 | 4.8% |
| i | 59219 | 4.5% |
| u | 56455 | 4.3% |
| h | 44343 | 3.4% |
| s | 44257 | 3.4% |
| Other values (39) | 392160 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1307064 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 172571 | |
| t | 154700 | 11.8% |
| n | 116874 | 8.9% |
| a | 103366 | 7.9% |
| r | 100081 | 7.7% |
| c | 63038 | 4.8% |
| i | 59219 | 4.5% |
| u | 56455 | 4.3% |
| h | 44343 | 3.4% |
| s | 44257 | 3.4% |
| Other values (39) | 392160 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1307064 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 172571 | |
| t | 154700 | 11.8% |
| n | 116874 | 8.9% |
| a | 103366 | 7.9% |
| r | 100081 | 7.7% |
| c | 63038 | 4.8% |
| i | 59219 | 4.5% |
| u | 56455 | 4.3% |
| h | 44343 | 3.4% |
| s | 44257 | 3.4% |
| Other values (39) | 392160 |
Academic Pressure
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.66415998 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 104032 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.4313107 |
|---|---|
| Coefficient of variation (CV) | 2.1550692 |
| Kurtosis | 2.6320172 |
| Mean | 0.66415998 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.0139949 |
| Sum | 87612 |
| Variance | 2.0486504 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 104032 | |
| 3 | 7460 | 5.7% |
| 5 | 6293 | 4.8% |
| 4 | 5154 | 3.9% |
| 1 | 4799 | 3.6% |
| 2 | 4176 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 104032 | |
| 1 | 4799 | 3.6% |
| 2 | 4176 | 3.2% |
| 3 | 7460 | 5.7% |
| 4 | 5154 | 3.9% |
| 5 | 6293 | 4.8% |
| Value | Count | Frequency (%) |
| 5 | 6293 | 4.8% |
| 4 | 5154 | 3.9% |
| 3 | 7460 | 5.7% |
| 2 | 4176 | 3.2% |
| 1 | 4799 | 3.6% |
| 0 | 104032 |
Work Pressure
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3412375 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 27882 |
| Zeros (%) | 21.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7361132 |
|---|---|
| Coefficient of variation (CV) | 0.74153658 |
| Kurtosis | -1.2869615 |
| Mean | 2.3412375 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.093443828 |
| Sum | 308842 |
| Variance | 3.0140891 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27882 | |
| 2 | 22981 | |
| 4 | 20697 | |
| 3 | 20297 | |
| 1 | 20271 | |
| 5 | 19786 |
| Value | Count | Frequency (%) |
| 0 | 27882 | |
| 1 | 20271 | |
| 2 | 22981 | |
| 3 | 20297 | |
| 4 | 20697 | |
| 5 | 19786 |
| Value | Count | Frequency (%) |
| 5 | 19786 | |
| 4 | 20697 | |
| 3 | 20297 | |
| 2 | 22981 | |
| 1 | 20271 | |
| 0 | 27882 |
CGPA
Real number (ℝ)
High correlation 
| Distinct | 332 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.83018044 |
| Minimum | -1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 104032 |
| Negative (%) | 78.9% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | -1 |
| 95-th percentile | 8.95 |
| Maximum | 10 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.5987633 |
|---|---|
| Coefficient of variation (CV) | 4.3349171 |
| Kurtosis | 0.55137079 |
| Mean | 0.83018044 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5385463 |
| Sum | 109512.42 |
| Variance | 12.951098 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 104032 | |
| 8.04 | 821 | 0.6% |
| 9.96 | 425 | 0.3% |
| 5.74 | 409 | 0.3% |
| 8.95 | 371 | 0.3% |
| 9.21 | 343 | 0.3% |
| 7.25 | 339 | 0.3% |
| 7.09 | 320 | 0.2% |
| 7.88 | 318 | 0.2% |
| 9.44 | 317 | 0.2% |
| Other values (322) | 24219 | 18.4% |
| Value | Count | Frequency (%) |
| -1 | 104032 | |
| 5.03 | 17 | < 0.1% |
| 5.06 | 15 | < 0.1% |
| 5.08 | 95 | 0.1% |
| 5.09 | 20 | < 0.1% |
| 5.1 | 66 | 0.1% |
| 5.11 | 112 | 0.1% |
| 5.12 | 167 | 0.1% |
| 5.14 | 19 | < 0.1% |
| 5.16 | 209 | 0.2% |
| Value | Count | Frequency (%) |
| 10 | 58 | < 0.1% |
| 9.98 | 59 | < 0.1% |
| 9.97 | 139 | 0.1% |
| 9.96 | 425 | |
| 9.95 | 133 | 0.1% |
| 9.94 | 71 | 0.1% |
| 9.93 | 274 | |
| 9.92 | 60 | < 0.1% |
| 9.91 | 123 | 0.1% |
| 9.9 | 28 | < 0.1% |
Study Satisfaction
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.62245857 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 104032 |
| Zeros (%) | 78.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.3552482 |
|---|---|
| Coefficient of variation (CV) | 2.1772505 |
| Kurtosis | 3.0073309 |
| Mean | 0.62245857 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.0844162 |
| Sum | 82111 |
| Variance | 1.8366977 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 104032 | |
| 4 | 6358 | 4.8% |
| 2 | 5837 | 4.4% |
| 3 | 5819 | 4.4% |
| 1 | 5448 | 4.1% |
| 5 | 4420 | 3.4% |
| Value | Count | Frequency (%) |
| 0 | 104032 | |
| 1 | 5448 | 4.1% |
| 2 | 5837 | 4.4% |
| 3 | 5819 | 4.4% |
| 4 | 6358 | 4.8% |
| 5 | 4420 | 3.4% |
| Value | Count | Frequency (%) |
| 5 | 4420 | 3.4% |
| 4 | 6358 | 4.8% |
| 3 | 5819 | 4.4% |
| 2 | 5837 | 4.4% |
| 1 | 5448 | 4.1% |
| 0 | 104032 |
Job Satisfaction
Real number (ℝ)
High correlation  Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.344861 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 27882 |
| Zeros (%) | 21.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7444378 |
|---|---|
| Coefficient of variation (CV) | 0.74394078 |
| Kurtosis | -1.2855065 |
| Mean | 2.344861 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.10473503 |
| Sum | 309320 |
| Variance | 3.0430631 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 27882 | |
| 2 | 22978 | |
| 5 | 20850 | |
| 3 | 20592 | |
| 1 | 20370 | |
| 4 | 19242 |
| Value | Count | Frequency (%) |
| 0 | 27882 | |
| 1 | 20370 | |
| 2 | 22978 | |
| 3 | 20592 | |
| 4 | 19242 | |
| 5 | 20850 |
| Value | Count | Frequency (%) |
| 5 | 20850 | |
| 4 | 19242 | |
| 3 | 20592 | |
| 2 | 22978 | |
| 1 | 20370 | |
| 0 | 27882 |
Sleep Duration
Categorical
Imbalance 
| Distinct | 35 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
| Less than 5 hours | |
|---|---|
| 7-8 hours | |
| More than 8 hours | |
| 5-6 hours | |
| 3-4 hours | 11 |
| Other values (30) | 66 |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 13.044029 |
| Min length | 2 |
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | More than 8 hours |
|---|---|
| 2nd row | Less than 5 hours |
| 3rd row | 5-6 hours |
| 4th row | Less than 5 hours |
| 5th row | 5-6 hours |
Common Values
| Value | Count | Frequency (%) |
| Less than 5 hours | 35864 | |
| 7-8 hours | 34916 | |
| More than 8 hours | 30822 | |
| 5-6 hours | 30235 | |
| 3-4 hours | 11 | < 0.1% |
| 6-7 hours | 8 | < 0.1% |
| 4-5 hours | 7 | < 0.1% |
| 4-6 hours | 5 | < 0.1% |
| 2-3 hours | 5 | < 0.1% |
| No | 4 | < 0.1% |
| Other values (25) | 37 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| hours | 131899 | |
| than | 66687 | |
| 5 | 35865 | 9.0% |
| less | 35864 | 9.0% |
| 7-8 | 34916 | 8.8% |
| 8 | 30823 | 7.8% |
| more | 30822 | 7.8% |
| 5-6 | 30235 | 7.6% |
| 3-4 | 11 | < 0.1% |
| 6-7 | 8 | < 0.1% |
| Other values (26) | 56 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 265272 | ||
| s | 203628 | |
| h | 198590 | |
| o | 162731 | |
| r | 162727 | |
| u | 131904 | |
| e | 66696 | 3.9% |
| t | 66693 | 3.9% |
| n | 66693 | 3.9% |
| a | 66692 | 3.9% |
| Other values (28) | 329064 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1720690 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 265272 | ||
| s | 203628 | |
| h | 198590 | |
| o | 162731 | |
| r | 162727 | |
| u | 131904 | |
| e | 66696 | 3.9% |
| t | 66693 | 3.9% |
| n | 66693 | 3.9% |
| a | 66692 | 3.9% |
| Other values (28) | 329064 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1720690 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 265272 | ||
| s | 203628 | |
| h | 198590 | |
| o | 162731 | |
| r | 162727 | |
| u | 131904 | |
| e | 66696 | 3.9% |
| t | 66693 | 3.9% |
| n | 66693 | 3.9% |
| a | 66692 | 3.9% |
| Other values (28) | 329064 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1720690 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 265272 | ||
| s | 203628 | |
| h | 198590 | |
| o | 162731 | |
| r | 162727 | |
| u | 131904 | |
| e | 66696 | 3.9% |
| t | 66693 | 3.9% |
| n | 66693 | 3.9% |
| a | 66692 | 3.9% |
| Other values (28) | 329064 |
Dietary Habits
Categorical
Imbalance 
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
| Moderate | |
|---|---|
| Unhealthy | |
| Healthy | |
| Yes | 2 |
| No | 2 |
| Other values (18) | 18 |
Length
| Max length | 17 |
|---|---|
| Median length | 12 |
| Mean length | 8.0039874 |
| Min length | 1 |
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Healthy |
|---|---|
| 2nd row | Unhealthy |
| 3rd row | Healthy |
| 4th row | Moderate |
| 5th row | Unhealthy |
Common Values
| Value | Count | Frequency (%) |
| Moderate | 46883 | |
| Unhealthy | 42788 | |
| Healthy | 42221 | |
| Yes | 2 | < 0.1% |
| No | 2 | < 0.1% |
| Hormonal | 1 | < 0.1% |
| Pratham | 1 | < 0.1% |
| BSc | 1 | < 0.1% |
| Gender | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Other values (13) | 13 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| moderate | 46883 | |
| unhealthy | 42788 | |
| healthy | 42225 | |
| no | 3 | < 0.1% |
| less | 2 | < 0.1% |
| yes | 2 | < 0.1% |
| hormonal | 1 | < 0.1% |
| m.tech | 1 | < 0.1% |
| electrician | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| Other values (13) | 13 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 178790 | |
| a | 131904 | |
| t | 131899 | |
| h | 127805 | |
| l | 85017 | |
| y | 85013 | |
| o | 46891 | 4.4% |
| r | 46890 | 4.4% |
| M | 46887 | 4.4% |
| d | 46885 | 4.4% |
| Other values (26) | 127857 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1055838 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 178790 | |
| a | 131904 | |
| t | 131899 | |
| h | 127805 | |
| l | 85017 | |
| y | 85013 | |
| o | 46891 | 4.4% |
| r | 46890 | 4.4% |
| M | 46887 | 4.4% |
| d | 46885 | 4.4% |
| Other values (26) | 127857 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1055838 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 178790 | |
| a | 131904 | |
| t | 131899 | |
| h | 127805 | |
| l | 85017 | |
| y | 85013 | |
| o | 46891 | 4.4% |
| r | 46890 | 4.4% |
| M | 46887 | 4.4% |
| d | 46885 | 4.4% |
| Other values (26) | 127857 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1055838 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 178790 | |
| a | 131904 | |
| t | 131899 | |
| h | 127805 | |
| l | 85017 | |
| y | 85013 | |
| o | 46891 | 4.4% |
| r | 46890 | 4.4% |
| M | 46887 | 4.4% |
| d | 46885 | 4.4% |
| Other values (26) | 127857 |
Degree
Text
| Distinct | 112 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
Length
| Max length | 20 |
|---|---|
| Median length | 19 |
| Mean length | 4.1477554 |
| Min length | 1 |
Unique
| Unique | 69 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | BHM |
|---|---|
| 2nd row | LLB |
| 3rd row | B.Pharm |
| 4th row | BBA |
| 5th row | BBA |
| Value | Count | Frequency (%) |
| b.ed | 11680 | 8.5% |
| b.arch | 8729 | 6.3% |
| b.com | 8107 | 5.9% |
| class | 6130 | 4.4% |
| 12 | 6129 | 4.4% |
| b.pharm | 5851 | 4.2% |
| bca | 5728 | 4.1% |
| m.ed | 5662 | 4.1% |
| mca | 5225 | 3.8% |
| bba | 5026 | 3.6% |
| Other values (105) | 69791 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 85058 | |
| M | 60141 | 11.0% |
| . | 56567 | 10.3% |
| A | 35168 | 6.4% |
| h | 31136 | 5.7% |
| C | 28285 | 5.2% |
| c | 27532 | 5.0% |
| E | 24075 | 4.4% |
| m | 21587 | 3.9% |
| r | 19146 | 3.5% |
| Other values (46) | 158452 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 547147 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 85058 | |
| M | 60141 | 11.0% |
| . | 56567 | 10.3% |
| A | 35168 | 6.4% |
| h | 31136 | 5.7% |
| C | 28285 | 5.2% |
| c | 27532 | 5.0% |
| E | 24075 | 4.4% |
| m | 21587 | 3.9% |
| r | 19146 | 3.5% |
| Other values (46) | 158452 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 547147 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 85058 | |
| M | 60141 | 11.0% |
| . | 56567 | 10.3% |
| A | 35168 | 6.4% |
| h | 31136 | 5.7% |
| C | 28285 | 5.2% |
| c | 27532 | 5.0% |
| E | 24075 | 4.4% |
| m | 21587 | 3.9% |
| r | 19146 | 3.5% |
| Other values (46) | 158452 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 547147 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 85058 | |
| M | 60141 | 11.0% |
| . | 56567 | 10.3% |
| A | 35168 | 6.4% |
| h | 31136 | 5.7% |
| C | 28285 | 5.2% |
| c | 27532 | 5.0% |
| E | 24075 | 4.4% |
| m | 21587 | 3.9% |
| r | 19146 | 3.5% |
| Other values (46) | 158452 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 67407 | |
| True | 64507 |
Work/Study Hours
Real number (ℝ)
Zeros 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.2408008 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 11331 |
| Zeros (%) | 8.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 6 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.8563405 |
|---|---|
| Coefficient of variation (CV) | 0.61792398 |
| Kurtosis | -1.2884184 |
| Mean | 6.2408008 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.12371745 |
| Sum | 823249 |
| Variance | 14.871362 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 13337 | |
| 11 | 12020 | |
| 9 | 11948 | |
| 0 | 11331 | |
| 12 | 10619 | |
| 2 | 9972 | 7.6% |
| 6 | 9797 | 7.4% |
| 1 | 9292 | 7.0% |
| 7 | 8955 | 6.8% |
| 3 | 8922 | 6.8% |
| Other values (3) | 25721 |
| Value | Count | Frequency (%) |
| 0 | 11331 | |
| 1 | 9292 | |
| 2 | 9972 | |
| 3 | 8922 | |
| 4 | 8575 | |
| 5 | 8746 | |
| 6 | 9797 | |
| 7 | 8955 | |
| 8 | 8400 | |
| 9 | 11948 |
| Value | Count | Frequency (%) |
| 12 | 10619 | |
| 11 | 12020 | |
| 10 | 13337 | |
| 9 | 11948 | |
| 8 | 8400 | |
| 7 | 8955 | |
| 6 | 9797 | |
| 5 | 8746 | |
| 4 | 8575 | |
| 3 | 8922 |
Financial Stress
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
| 2.0 | |
|---|---|
| 5.0 | |
| 4.0 | |
| 1.0 | |
| 3.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 29664 | |
| 5.0 | 26208 | |
| 4.0 | 25906 | |
| 1.0 | 25681 | |
| 3.0 | 24455 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 29664 | |
| 5.0 | 26208 | |
| 4.0 | 25906 | |
| 1.0 | 25681 | |
| 3.0 | 24455 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 131914 | |
| 0 | 131914 | |
| 2 | 29664 | 7.5% |
| 5 | 26208 | 6.6% |
| 4 | 25906 | 6.5% |
| 1 | 25681 | 6.5% |
| 3 | 24455 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 395742 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 131914 | |
| 0 | 131914 | |
| 2 | 29664 | 7.5% |
| 5 | 26208 | 6.6% |
| 4 | 25906 | 6.5% |
| 1 | 25681 | 6.5% |
| 3 | 24455 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 395742 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 131914 | |
| 0 | 131914 | |
| 2 | 29664 | 7.5% |
| 5 | 26208 | 6.6% |
| 4 | 25906 | 6.5% |
| 1 | 25681 | 6.5% |
| 3 | 24455 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 395742 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 131914 | |
| 0 | 131914 | |
| 2 | 29664 | 7.5% |
| 5 | 26208 | 6.6% |
| 4 | 25906 | 6.5% |
| 1 | 25681 | 6.5% |
| 3 | 24455 | 6.2% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 66272 | |
| True | 65642 |
Depression
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 109646 | |
| 1 | 22268 | 16.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 109646 | |
| 1 | 22268 | 16.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 109646 | |
| 1 | 22268 | 16.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 131914 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 109646 | |
| 1 | 22268 | 16.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 131914 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 109646 | |
| 1 | 22268 | 16.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 131914 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 109646 | |
| 1 | 22268 | 16.9% |
Interactions
Correlations
| Academic Pressure | Age | CGPA | Depression | Dietary Habits | Family History of Mental Illness | Financial Stress | Gender | Have you ever had suicidal thoughts ? | Job Satisfaction | Sleep Duration | Study Satisfaction | Work Pressure | Work/Study Hours | Working Professional or Student | id | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Academic Pressure | 1.000 | -0.626 | 0.981 | 0.645 | 0.036 | 0.019 | 0.052 | 0.012 | 0.191 | -0.711 | 0.021 | 0.980 | -0.711 | 0.128 | 1.000 | 0.001 |
| Age | -0.626 | 1.000 | -0.624 | 0.627 | 0.027 | 0.015 | 0.052 | 0.053 | 0.175 | 0.467 | 0.023 | -0.624 | 0.422 | -0.112 | 0.769 | 0.001 |
| CGPA | 0.981 | -0.624 | 1.000 | 0.577 | 0.030 | 0.013 | 0.035 | 0.023 | 0.149 | -0.711 | 0.020 | 0.981 | -0.711 | 0.122 | 1.000 | 0.000 |
| Depression | 0.645 | 0.627 | 0.577 | 1.000 | 0.144 | 0.016 | 0.223 | 0.007 | 0.337 | 0.584 | 0.083 | 0.585 | 0.586 | 0.203 | 0.576 | 0.000 |
| Dietary Habits | 0.036 | 0.027 | 0.030 | 0.144 | 1.000 | 0.000 | 0.025 | 0.039 | 0.061 | 0.028 | 0.000 | 0.031 | 0.029 | 0.011 | 0.060 | 0.000 |
| Family History of Mental Illness | 0.019 | 0.015 | 0.013 | 0.016 | 0.000 | 1.000 | 0.013 | 0.016 | 0.008 | 0.017 | 0.003 | 0.014 | 0.016 | 0.015 | 0.014 | 0.003 |
| Financial Stress | 0.052 | 0.052 | 0.035 | 0.223 | 0.025 | 0.013 | 1.000 | 0.011 | 0.086 | 0.042 | 0.019 | 0.039 | 0.037 | 0.023 | 0.070 | 0.000 |
| Gender | 0.012 | 0.053 | 0.023 | 0.007 | 0.039 | 0.016 | 0.011 | 1.000 | 0.011 | 0.016 | 0.001 | 0.014 | 0.005 | 0.015 | 0.007 | 0.006 |
| Have you ever had suicidal thoughts ? | 0.191 | 0.175 | 0.149 | 0.337 | 0.061 | 0.008 | 0.086 | 0.011 | 1.000 | 0.155 | 0.031 | 0.153 | 0.152 | 0.064 | 0.149 | 0.000 |
| Job Satisfaction | -0.711 | 0.467 | -0.711 | 0.584 | 0.028 | 0.017 | 0.042 | 0.016 | 0.155 | 1.000 | 0.016 | -0.711 | 0.500 | -0.103 | 1.000 | 0.000 |
| Sleep Duration | 0.021 | 0.023 | 0.020 | 0.083 | 0.000 | 0.003 | 0.019 | 0.001 | 0.031 | 0.016 | 1.000 | 0.018 | 0.016 | 0.013 | 0.034 | 0.000 |
| Study Satisfaction | 0.980 | -0.624 | 0.981 | 0.585 | 0.031 | 0.014 | 0.039 | 0.014 | 0.153 | -0.711 | 0.018 | 1.000 | -0.711 | 0.120 | 1.000 | 0.001 |
| Work Pressure | -0.711 | 0.422 | -0.711 | 0.586 | 0.029 | 0.016 | 0.037 | 0.005 | 0.152 | 0.500 | 0.016 | -0.711 | 1.000 | -0.094 | 1.000 | 0.001 |
| Work/Study Hours | 0.128 | -0.112 | 0.122 | 0.203 | 0.011 | 0.015 | 0.023 | 0.015 | 0.064 | -0.103 | 0.013 | 0.120 | -0.094 | 1.000 | 0.147 | 0.003 |
| Working Professional or Student | 1.000 | 0.769 | 1.000 | 0.576 | 0.060 | 0.014 | 0.070 | 0.007 | 0.149 | 1.000 | 0.034 | 1.000 | 1.000 | 0.147 | 1.000 | 0.000 |
| id | 0.001 | 0.001 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.001 | 0.001 | 0.003 | 0.000 | 1.000 |
Missing values
Sample
| id | Name | Gender | Age | City | Working Professional or Student | Profession | Academic Pressure | Work Pressure | CGPA | Study Satisfaction | Job Satisfaction | Sleep Duration | Dietary Habits | Degree | Have you ever had suicidal thoughts ? | Work/Study Hours | Financial Stress | Family History of Mental Illness | Depression | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | Aaradhya | Female | 49.0 | Ludhiana | Working Professional | Chef | 0.0 | 5.0 | -1.00 | 0.0 | 2.0 | More than 8 hours | Healthy | BHM | No | 1.0 | 2.0 | No | 0 |
| 1 | 1 | Vivan | Male | 26.0 | Varanasi | Working Professional | Teacher | 0.0 | 4.0 | -1.00 | 0.0 | 3.0 | Less than 5 hours | Unhealthy | LLB | Yes | 7.0 | 3.0 | No | 1 |
| 2 | 2 | Yuvraj | Male | 33.0 | Visakhapatnam | Student | Student | 5.0 | 0.0 | 8.97 | 2.0 | 0.0 | 5-6 hours | Healthy | B.Pharm | Yes | 3.0 | 1.0 | No | 1 |
| 3 | 3 | Yuvraj | Male | 22.0 | Mumbai | Working Professional | Teacher | 0.0 | 5.0 | -1.00 | 0.0 | 1.0 | Less than 5 hours | Moderate | BBA | Yes | 10.0 | 1.0 | Yes | 1 |
| 4 | 4 | Rhea | Female | 30.0 | Kanpur | Working Professional | Business Analyst | 0.0 | 1.0 | -1.00 | 0.0 | 1.0 | 5-6 hours | Unhealthy | BBA | Yes | 9.0 | 4.0 | Yes | 0 |
| 5 | 5 | Vani | Female | 59.0 | Ahmedabad | Working Professional | Finanancial Analyst | 0.0 | 2.0 | -1.00 | 0.0 | 5.0 | 5-6 hours | Healthy | MCA | No | 7.0 | 5.0 | No | 0 |
| 6 | 6 | Ritvik | Male | 47.0 | Thane | Working Professional | Chemist | 0.0 | 5.0 | -1.00 | 0.0 | 2.0 | 7-8 hours | Moderate | MD | No | 6.0 | 2.0 | No | 0 |
| 7 | 7 | Rajveer | Male | 38.0 | Nashik | Working Professional | Teacher | 0.0 | 3.0 | -1.00 | 0.0 | 4.0 | 7-8 hours | Unhealthy | B.Pharm | No | 10.0 | 3.0 | Yes | 0 |
| 8 | 8 | Aishwarya | Female | 24.0 | Bangalore | Student | Student | 2.0 | 0.0 | 5.90 | 5.0 | 0.0 | 5-6 hours | Moderate | BSc | No | 3.0 | 2.0 | Yes | 0 |
| 9 | 9 | Simran | Female | 42.0 | Patna | Working Professional | Electrician | 0.0 | 4.0 | -1.00 | 0.0 | 1.0 | 5-6 hours | Healthy | ME | Yes | 7.0 | 2.0 | Yes | 0 |
| id | Name | Gender | Age | City | Working Professional or Student | Profession | Academic Pressure | Work Pressure | CGPA | Study Satisfaction | Job Satisfaction | Sleep Duration | Dietary Habits | Degree | Have you ever had suicidal thoughts ? | Work/Study Hours | Financial Stress | Family History of Mental Illness | Depression | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 140689 | 140689 | Ayaan | Male | 31.0 | Faridabad | Student | Student | 3.0 | 0.0 | 6.61 | 4.0 | 0.0 | 5-6 hours | Unhealthy | MD | No | 12.0 | 2.0 | No | 0 |
| 140690 | 140690 | Rashi | Female | 18.0 | Ludhiana | Student | Student | 5.0 | 0.0 | 6.88 | 2.0 | 0.0 | Less than 5 hours | Healthy | Class 12 | Yes | 10.0 | 5.0 | No | 1 |
| 140691 | 140691 | Zara | Female | 57.0 | Meerut | Working Professional | Teacher | 0.0 | 1.0 | -1.00 | 0.0 | 1.0 | Less than 5 hours | Moderate | B.Arch | Yes | 4.0 | 5.0 | Yes | 0 |
| 140692 | 140692 | Raunak | Male | 49.0 | Bhopal | Working Professional | Financial Analyst | 0.0 | 4.0 | -1.00 | 0.0 | 1.0 | 7-8 hours | Moderate | MBA | No | 9.0 | 1.0 | No | 0 |
| 140693 | 140693 | Shaurya | Male | 55.0 | Srinagar | Working Professional | Data Scientist | 0.0 | 1.0 | -1.00 | 0.0 | 3.0 | Less than 5 hours | Unhealthy | M.Tech | No | 9.0 | 2.0 | No | 0 |
| 140694 | 140694 | Ishaani | Female | 45.0 | Ahmedabad | Working Professional | Teacher | 0.0 | 2.0 | -1.00 | 0.0 | 5.0 | Less than 5 hours | Moderate | B.Ed | Yes | 1.0 | 5.0 | No | 0 |
| 140696 | 140696 | Lata | Female | 41.0 | Hyderabad | Working Professional | Content Writer | 0.0 | 5.0 | -1.00 | 0.0 | 4.0 | 7-8 hours | Moderate | B.Tech | Yes | 6.0 | 5.0 | Yes | 0 |
| 140697 | 140697 | Aanchal | Female | 24.0 | Kolkata | Working Professional | Marketing Manager | 0.0 | 3.0 | -1.00 | 0.0 | 1.0 | More than 8 hours | Moderate | B.Com | No | 4.0 | 4.0 | No | 0 |
| 140698 | 140698 | Prachi | Female | 49.0 | Srinagar | Working Professional | Plumber | 0.0 | 5.0 | -1.00 | 0.0 | 2.0 | 5-6 hours | Moderate | ME | Yes | 10.0 | 1.0 | No | 0 |
| 140699 | 140699 | Sai | Male | 27.0 | Patna | Student | Student | 4.0 | 0.0 | 9.24 | 1.0 | 0.0 | Less than 5 hours | Healthy | BCA | Yes | 2.0 | 3.0 | Yes | 1 |